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Poster
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Fri 11:00
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A Structure-Aware Framework for Learning Device Placements on Computation Graphs
Shukai Duan · Heng Ping · Nikos Kanakaris · Xiongye Xiao · Panagiotis Kyriakis · Nesreen K. Ahmed · Peiyu Zhang · Guixiang Ma · Mihai Capotă · Shahin Nazarian · Theodore Willke · Paul Bogdan
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Poster
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Wed 16:30
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Online Estimation via Offline Estimation: An Information-Theoretic Framework
Dylan J Foster · Yanjun Han · Jian Qian · Alexander Rakhlin
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Poster
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Thu 11:00
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Assouad, Fano, and Le Cam with Interaction: A Unifying Lower Bound Framework and Characterization for Bandit Learnability
Fan Chen · Dylan J Foster · Yanjun Han · Jian Qian · Alexander Rakhlin · Yunbei Xu
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Poster
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Wed 11:00
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[Re] Reproducibility Study of “Explaining Temporal Graph Models Through an Explorer-Navigator Framework"
Helia Ghasemi · Christina Isaicu · Jesse Wonnink · Andreas Berentzen
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Poster
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Wed 16:30
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Wasserstein Gradient Boosting: A Framework for Distribution-Valued Supervised Learning
Takuo Matsubara
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Affinity Event
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A Framework for Systematic Management of Agent Design Patterns in Multi-Agent Systems
Jagannatham Jahnavi · Yashaswini Viswanath
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Expo Demonstration
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Tue 15:00
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Trace: An LLM-powered End-to-end Optimization Framework of AI Workflow
Elaina Robinson · Ching-An Cheng
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Affinity Event
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Comprehensive Framework for Audio Deepfake Detection: From Capsule Networks to Hybrid and Continual Learning Models.
Taiba Wani · Irene Amerini
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Affinity Event
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Improving E-commerce Sponsored Search Ads Relevance: A Novel Framework Using Large Language Models and Student Models
Isha Shah
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Poster
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Wed 16:30
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Reproducibility Study of "Robust Fair Clustering: A Novel Fairness Attack and Defense Framework"
Iason Skylitsis · Zheng Feng · Idries Nasim · Camille Niessink
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Poster
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Wed 16:30
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Reproducibility study of "Robust Fair Clustering: A Novel Fairness Attack and Defense Framework"
Lucas Ponticelli · Vincent Loos · Eren Kocadag · Kacper Bartosik
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Poster
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Fri 11:00
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A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening
Guy Bar-Shalom · Yam Eitan · Fabrizio Frasca · Haggai Maron
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